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Predicting The Development Of Voluntary Pension Funds In Serbia By Applying The Mathematical Method Of Linear Regression

Author

Listed:
  • Radojkovic, Ivan D.

    (“Dunav” voluntary pension fund management company, Nis, Serbia)

  • Gajic, Boban

    (“Dunav insurance”, a.d.o. Belgrade, Serbia)

  • Randjelovic, Branislav

    (University of Nis, Faculty of EE, Nis, Serbia)

Abstract

The introduction of private pension funds, which operate with the state pension fund, is the essence of the reform of the pension system in Serbia. Private pension funds are based on voluntary benefits. Thus, the functioning of the pension system takes place in three interconnected processes: payments to a voluntary pension fund, investment of free funds, and ultimately programmed payments – pensions. Stability in the voluntary pension funds and predictability of payments allow the quality of investment portfolio to be formed and achieve a long-term yield of investment. In this work we implement the method of least square approximation for data processing and a mathematical method of linear regression, which give a link between the observed size, in our case, the number of fund members, the average salaries in Serbia and the size of Fondex, and to be used to predict the number of fund members depending on other sizes. Based on the data obtained by approximation function we can estimate number of fund members, in dependence of average salary and size of FONDEX

Suggested Citation

  • Radojkovic, Ivan D. & Gajic, Boban & Randjelovic, Branislav, 2021. "Predicting The Development Of Voluntary Pension Funds In Serbia By Applying The Mathematical Method Of Linear Regression," Journal of Economic and Social Development, Clinical Journals Press, vol. 8(01), pages 01-12, March.
  • Handle: RePEc:ris:joeasd:0061
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    References listed on IDEAS

    as
    1. Roger Otten & Dennis Bams, 2002. "European Mutual Fund Performance," European Financial Management, European Financial Management Association, vol. 8(1), pages 75-101, March.
    2. David Blake, 2004. "The impact of wealth on consumption and retirement behaviour in the UK," Applied Financial Economics, Taylor & Francis Journals, vol. 14(8), pages 555-576.
    3. Dellva, Wilfred L & Olson, Gerard T, 1998. "The Relationship between Mutual Fund Fees and Expenses and Their Effects on Performance," The Financial Review, Eastern Finance Association, vol. 33(1), pages 85-103, February.
    4. Wolfgang Gerke & Ferdinand Mager & Timo Reinschmidt & Christian Schmieder, 2008. "Empirical Risk Analysis of Pension Insurance: The Case of Germany," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 75(3), pages 763-784, September.
    5. Abul Shamsuddin, 2001. "Public pension and wealth inequality in Canada," Applied Economics Letters, Taylor & Francis Journals, vol. 8(5), pages 315-320.
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    More about this item

    Keywords

    pension system; voluntary pension funds; linear regression;
    All these keywords.

    JEL classification:

    • A11 - General Economics and Teaching - - General Economics - - - Role of Economics; Role of Economists

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